![]() ![]() The Times uses an adjustment method to vary the number of days included in an average to remove these irregularities.Įarly Coronavirus Outbreaks Cases in nursing homes, prisons and other places For agencies that do not report data every day, variation in the schedule on which cases or deaths are reported, such as around holidays, can also cause an irregular pattern in averages. The Times is excluding these anomalies from seven-day averages when possible. Governments often revise data or report a single-day large increase in cases or deaths from unspecified days without historical revisions, which can cause an irregular pattern in the daily reported figures. Probable cases and deaths count individuals who meet criteria for other types of testing, symptoms and exposure, as developed by national and local governments. Turkey announced the total number of reported cases, including asymptomatic cases since the end of July, reaching more than 1.7 million cases.Ĭonfirmed cases and deaths, which are widely considered to be an undercount of the true toll, are counts of individuals whose coronavirus infections were confirmed by a molecular laboratory test. Several countries did not publish data on Dec. More about reporting anomalies or changesĬhina reported more than a month's worth of hospitalized new cases and deaths.įor deaths in the United States, the Times began including death certificate data reconciled by the C.D.C., resulting in a one-day increase in total deaths.Ĭhile added probable Covid-19 deaths from earlier in the pandemic.Įcuador added a backlog of deaths from 2020. ![]() The Times has identified reporting anomalies or methodology changes in the data. The New York Times has found that official tallies in more than thirty countries have undercounted deaths during the coronavirus outbreak because of limited testing availability. Data for some countries, like the United States, Denmark, France and the Netherlands, include counts for overseas territories. Population data from the World Bank and U.S. United States data comes from state and local health officials and is collected by The New York Times. Experts aggregate and analyze the best data available on COVID-19-including cases, testing and contact tracing, and vaccines-to help the public, policymakers, and healthcare professionals worldwide respond to the pandemic.Data for all countries except the United States comes from the Center for Systems Science and Engineering at Johns Hopkins University. The CRC is a continuously updated source of COVID-19 data and expert guidance. And some states do not provide any demographic details for testing data while less than half report Hispanic or Latino for cases, deaths, or vaccines. Some states do not report demographic details for deaths while others do not report ages, races, and ethnicities for cases. Some states report "race and ethnicity" and "gender and sex" as combined categories while others report each separately. The team of data scientists at the Coronavirus Resource Center spent months devising and applying a process for unifying and standardizing demographic data to allow for comparisons among states and jurisdictions whose collection and labeling methods lack uniformity. "This emerging data is critical for determining where best to target public health resources, more testing, better treatment, and expanded vaccine education and vaccinations." "We now have demographic data to help visualize the tragic consequences COVID-19 has been inflicting upon Black and brown communities across the nation since the state of the pandemic," said Beth Blauer, associate vice provost of Public Sector Innovation at Johns Hopkins, and the CRC's data lead. COVID-19 cases across the nation are evenly split between men and women, but women are getting vaccinated at a higher rate while men are dying more often.In Washington, D.C., Black residents make up 45% of the population but 76% of COVID-19 deaths.Hispanic and Latino residents make up 39% of California's population but comprise more than half of all cases and nearly half of all deaths in the state.by age, race and ethnicity, and gender and sex. ![]() Image caption: Demographic data from the Johns Hopkins Coronavirus Resource Center helps users visualize the tragic consequences of COVID-19 in the U.S. ![]()
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